Research Article
Image Restoration and Topological Optimization
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 22 - Issue 1 |
| Published: May 2011 |
| Authors: Vaddimukkala Naga Bushanam, Dr. G. Samuel Vara Prasad Raju, Vaddimukkala Prasad |
10.5120/2548-3492
|
Vaddimukkala Naga Bushanam, Dr. G. Samuel Vara Prasad Raju, Vaddimukkala Prasad . Image Restoration and Topological Optimization. International Journal of Computer Applications. 22, 1 (May 2011), 17-21. DOI=10.5120/2548-3492
@article{ 10.5120/2548-3492,
author = { Vaddimukkala Naga Bushanam,Dr. G. Samuel Vara Prasad Raju,Vaddimukkala Prasad },
title = { Image Restoration and Topological Optimization },
journal = { International Journal of Computer Applications },
year = { 2011 },
volume = { 22 },
number = { 1 },
pages = { 17-21 },
doi = { 10.5120/2548-3492 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2011
%A Vaddimukkala Naga Bushanam
%A Dr. G. Samuel Vara Prasad Raju
%A Vaddimukkala Prasad
%T Image Restoration and Topological Optimization%T
%J International Journal of Computer Applications
%V 22
%N 1
%P 17-21
%R 10.5120/2548-3492
%I Foundation of Computer Science (FCS), NY, USA
Abstract
In this paper, The dissertation deals with the restoration techniques in Image Processing. Tychonoff Regularization method is one of the well known techniques followed in the last two decades. Recently the topological optimization has received the attention of many researchers in the recent past. More surprisingly, Image restoration and segmentation are achieved simultaneously with the help of topological gradient. In this method, the value of the diffusivity C in the smooth regions, the number of holes drilled in each iteration and the total numbers of holes are the main controlling parameters. A complete Mat lab code has been developed to implement our method. step 1 and 2 will give a brief history of Image Restoration techniques and step 3 will deal with topological optimization techniques and step 4 will discuss the implementation.
References
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- Masmoudi.M and Samuel A., Image Processing using Topological optimization, preprint .
- Scerra, J.: Image Analysis and Mathematical Morphology, vol.2, Academic press, New York, Mc Graw –Hill, New York,(2010).
- Skolowski.J and Zochowski.A. Optimality condition for simultaneous topology and shape optimization, SIAM J. Control and optimization.42 (2008), 1198-1221.
- Bates, R.H.T., and McDonnell, M.J., 2011, Image Restoration and Reconstruction, Clarendon Press, Oxford.
- Jain, A.K., 2010, Fundamentals of Digital Image Processing, Prentice-Hall.
- G. Wang, M. W. Vannier, M. W. Skinner, M. G. P. Cavalcanti, G. Harding: Spiral CT image deblurring for cochlear implantation. To appear in IEEE Trans. on medical imaging.
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